Xiaomi's HarnessX rewrites its own AI scaffolding mid-task — and smaller models gain the most

Xiaomi's HarnessX autonomously rewrites AI agent harnesses mid-execution, delivering +14.5% avg performance gains — and +44% ...
Elektor Magazine

Wi-Fi-Based Person Detection on an ESP32: When Your Router Becomes a Motion Sensor

Can an ESP32 detect people without cameras or motion sensors? Discover how Wi-Fi signal disturbances, CSI, and smart DSP enable real-time occupancy and mov ...

深度讨论 Fable 5：模型收入分化，RSI，Tokenmaxxing 减速

Fable 5 是过去半年最受市场期待的模型，而在真正发布之后，它又迅速成为“最具争议”的模型。除了安全禁令外，它的使用体验反差也相当明显：在一些任务里，Fable 5 更像一位能独立推进任务的同事，而不再是只会执行的实习生；与此同时，也有一部分开发者却给出相反结论：在很多真实生产任务里，它并没有带来底层智能的质变。 评价的两极其实并不矛盾：只有在高价值任务上，模型的上限才看得见；在那些已经“够用 ...